Run
7940864

Run 7940864

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.023949167026616
mlr.classif.xgboost(7)_gamma896.871798382765
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight22.8248507583212
mlr.classif.xgboost(7)_subsample0.883041811548173
mlr.classif.xgboost(7)_colsample_bytree0.200643492676318
mlr.classif.xgboost(7)_colsample_bylevel0.589130221307278
mlr.classif.xgboost(7)_lambda0.0467978691948944
mlr.classif.xgboost(7)_alpha146.981940164525
mlr.classif.xgboost(7)_nrounds2909
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8413
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7564
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5002
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11745.7449
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3821
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.775
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7653
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7653
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.782
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4152
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8401
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
194.6061
UserCPU time millis
932.56
UserCPU time millis testing
0.39
UserCPU time millis training
932.17